Turn agent output into a reviewed action register
Build a typed OpenAI Agents SDK result from your own notes, review its source evidence and meaning, then pass the accepted result to a local Markdown action register with hash readback.
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AI Agents & Automation
Explore BIG CHANGE reporting on AI Agents & Automation: what changed, how it works and why it matters.
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Run Claude Code Ultrareview on one branch and verify its findings
A documentation-based guide to checking repository upload and credits before one Claude Code cloud review, then verifying its findings against the branch before a human merge decision.
Use Superpowers in Claude Code to plan, test and review one code change
A documentation-based guide to taking one owned code change through an approved Superpowers design and plan, observed red-green tests, task and branch review, and an owner decision.
Delegate one Claude Code coding task from Opus to Haiku and verify the result
A documented Claude Code workflow for sending one bounded coding change from an Opus parent to a project Haiku subagent, checking the actual model and diff, and interpreting usage without assuming a saving.
Connect Claude Code to Google Workspace with five read checks
A documented setup for checking Claude Code's Google Workspace CLI account, OAuth grants and permission prompts with bounded Drive, Sheets, Docs and Gmail reads.
How to add an ElevenLabs voice FAQ widget to one website page
Set up a dedicated public ElevenLabs FAQ agent, restrict its allowed hostname, embed the voice widget on one page, and check a live conversation, privacy settings and usage.
Install Context Mode in Claude Code and check its session output
Install Context Mode in Claude Code, inspect its hooks and session statistics during a bounded coding task, then verify the actual files and checks before accepting the work.
Fix and verify one failing repository check with an AI Goal
Set a bounded Claude Code or Codex CLI Goal for one existing failing check, then verify the original command and final diff before accepting a repair.
Make and check Pomelli campaign creatives from a product
Use a reviewed Pomelli Business Profile and checked Catalog item to make campaign creatives, review the brief and assets, then verify downloaded files before approval.
Publish an AI-built dashboard on Vercel with a checked first release
Review an existing AI-built dashboard's code, data and access, then check Vercel's first production deployment by URL, routes, logs and viewer permissions.
Make a checked Gamma presentation and share a view link
Use Gamma Agent's Plan mode to build from approved notes, check every card against the source, and verify a recipient can open the intended view link without edit access.
Build and check a Pomelli Business Profile
Create a Pomelli Business Profile from an authorized website, approved material or a template, then check and correct its brand details against the owner's references.
Keep one contact record in Obsidian and check a Codex answer
Create one permissioned contact record and index in Obsidian, then ask Codex a narrow question and check both an answer and an absent fact against the file.
Review a Claude Managed Agent memory store with one Dream
Run one manual Claude Dream over authorized sessions, inspect and correct its separate memory store, then attach only reviewed memory to a later session.
Build a PowerPoint deck from checked PDF evidence with Claude
Extract candidate claims from a PDF with Claude for PowerPoint, reconcile each row against the source, then build and inspect a native deck from verified evidence.
Build a local Realtime voice agent with read-only tool calls
Build a live browser voice conversation with OpenAI Realtime and two synthetic read-only tools. Complete server, browser and controller code shows call ID matching, safe continuation, interruption and microphone cleanup.
How to check what three AI search tools say about your brand
Record what ChatGPT Search, Perplexity and Gemini say about one brand for a few fixed questions. Save answers, open sources and check claims against approved facts.
How to build an author-approved voice profile in Claude Projects
Use permitted writing and the author’s real answers to build a source-linked voice profile in Claude Projects. Approve the exact revision, then check a new draft for facts and voice separately.